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AI Assistant Guide
This file provides guidance to AI coding assistants when working with code in this repository. Adherence to these guidelines is crucial for maintaining code quality and consistency.
Guiding Principles (MUST FOLLOW)
- Keep it clear: Write code that is easy to read, maintain, and explain.
- Match the house style: Reuse existing patterns, naming, and conventions.
- Search smart: Prefer
ast-grepfor semantic queries; fall back torg/grepwhen needed. - Build with HeroUI: Use HeroUI for every new UI component; never add
antdorstyled-components. - Log centrally: Route all logging through
loggerServicewith the right context—noconsole.log. - Research via subagent: Lean on
subagentfor external docs, APIs, news, and references. - Seek review: Ask a human developer to review substantial changes before merging.
- Commit in rhythm: Keep commits small, conventional, and emoji-tagged.
Development Commands
- Install:
yarn install- Install all project dependencies - Development:
yarn dev- Runs Electron app in development mode with hot reload - Debug:
yarn debug- Starts with debugging enabled, usechrome://inspectto attach debugger - Build Check:
yarn build:check- REQUIRED before commits (lint + test + typecheck)- If having i18n sort issues, run
yarn sync:i18nfirst to sync template - If having formatting issues, run
yarn formatfirst
- If having i18n sort issues, run
- Test:
yarn test- Run all tests (Vitest) across main and renderer processes - Single Test:
yarn test:main- Run tests for main process onlyyarn test:renderer- Run tests for renderer process only
- Lint:
yarn lint- Fix linting issues and run TypeScript type checking - Format:
yarn format- Auto-format code using Biome
Project Architecture
Electron Structure
- Main Process (
src/main/): Node.js backend with services (MCP, Knowledge, Storage, etc.) - Renderer Process (
src/renderer/): React UI with Redux state management - Preload Scripts (
src/preload/): Secure IPC bridge
Key Components
- AI Core (
src/renderer/src/aiCore/): Middleware pipeline for multiple AI providers. - Services (
src/main/services/): MCPService, KnowledgeService, WindowService, etc. - Build System: Electron-Vite with experimental rolldown-vite, yarn workspaces.
- State Management: Redux Toolkit (
src/renderer/src/store/) for predictable state. - UI Components: HeroUI (
@heroui/*) for all new UI elements.
Logging
import { loggerService } from '@logger'
const logger = loggerService.withContext('moduleName')
// Renderer: loggerService.initWindowSource('windowName') first
logger.info('message', CONTEXT)